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Automation Risk Analysis

Will “Knowledge Management Application Developer” be Automated?

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AI Exposure Risk

58%

“Knowledge Management Application Developer” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Knowledge Management Application Developer” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Software Developers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.

Avg. Annual Salary $144,570
Avg. Hourly Wage $69.50
Available Jobs (US) 1,654,440
Job Title & Hierarchy Code (SOC) Software Developers #15-1252
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Software Developers”

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Core Skills & Abilities

  • Prepare reports or correspondence concerning project specifications, activities, or status.

  • Coordinate installation of software system.

  • Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.

  • Develop or direct software system testing or validation procedures, programming, or documentation.

  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

  • Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.

  • Monitor functioning of equipment to ensure system operates in conformance with specifications.

  • Determine system performance standards.

  • Confer with data processing or project managers to obtain information on limitations or capabilities for data processing projects.

  • Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.

  • Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.

  • Obtain and evaluate information on factors such as reporting formats required, costs, or security needs to determine hardware configuration.

  • Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.

  • Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.

  • Train users to use new or modified equipment.

  • Supervise and assign work to programmers, designers, technologists, technicians, or other engineering or scientific personnel.

  • Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.

Technologies & Software

  • Migration software
  • Cursor AI
  • Bigloo Scheme
  • Adobe After Effects
  • SmugMug Flickr
  • Microsoft Azure software
  • Oracle Fusion Applications
  • Microsoft OneNote
  • Microsoft .NET Framework
  • Apache HTTP Server
  • IBM Rational ClearCase
  • FileMaker Pro
  • Recovery testing software
  • Amazon Web Services AWS software
  • Oracle Cloud software
  • Extensible hypertext markup language XHTML
  • Google Cloud software
  • E++ pattern language
  • Teradata Database
  • Atlassian JIRA
  • Smalltalk
  • Sun Microsystems Java Persistence API
  • IBM SPSS Statistics
  • DataVision
  • MathWorks Simulink
  • Emerald Software Group Emerald Green Office
  • Data analysis software
  • Oracle Reports
  • Bolt.new
  • Selenium
  • Microsoft SQL Server
  • Operating system software
  • MUMPS M
  • Data definition language DDL
  • Adobe Flex
  • Puppet
  • Hewlett Packard LoadRunner
  • Apache Spark
  • Talend Big Data Integration
  • SAP Business Objects
  • Tabnine
  • Google Docs
  • The MathWorks MATLAB
  • Microsoft Outlook
  • Google Sheets
  • Platform as a service PaaS
  • Border Gateway Protocol BGP
  • Nova (Amazon)
  • Microsoft Windows Server
  • Kubernetes
  • Magellan Firmware
  • Microsoft Word
  • Apache Hive
  • AWK
  • Interstate connection ICON
  • Salesforce Visualforce
  • Amazon DynamoDB
  • XML Path Language XPATH
  • LogMeIn GoToWebinar
  • File server software
  • Chef
  • Requirements management software
  • Embarcadero JBuilder
  • ESRI ArcGIS software
  • Microservices Architecture
  • C#
  • Lovable.dev
  • System testing software
  • Marketo Marketing Automation
  • Firewall software
  • Google Android
  • American National Standards Institute ANSI C
  • Web application software
  • Apple iOS
  • Microsoft Office software
  • PyTorch
  • GraphQL
  • Workday software
  • Google Sites
  • National Instruments LabVIEW
  • Adobe Creative Cloud software
  • Forth
  • Loom
  • Stress testing software
  • UNIX
  • Version control software
  • Microsoft SharePoint
  • Gradle
  • Test implementation software
  • Quest Erwin Data Modeler
  • Oracle Business Intelligence Suite
  • Verilog
  • PostgreSQL
  • Elasticsearch
  • Common Lisp Object System CLOS
  • Red Hat Ansible Engine
  • List processing language LISP
  • Apache Struts
  • Google Meet
  • Tableau
  • Graphical user interface GUI design software
  • Ruby
  • JavaScript Object Notation JSON
  • C++
  • Microsoft Exchange
  • OpenAI ChatGPT
  • Bash
  • Git
  • Enterprise application integration EAI software
  • IBM DB2
  • Cisco IOS
  • Devin (Cognition AI)
  • Unified modeling language UML
  • Apache Hadoop
  • Interoperability testing software
  • PuTTY
  • Static analysis software
  • Adobe Dreamweaver
  • Drupal
  • Simple API for XML SAX
  • Microsoft Visual Basic.NET
  • Swift
  • Allaire ColdFusion
  • Objective C
  • ChatGPT (OpenAI)
  • Unit testing software
  • React Redux
  • Google Gmail
  • JamBoard
  • IBM Notes
  • Splunk Enterprise
  • Oracle Business Intelligence Enterprise Edition
  • Regression testing software
  • Microsoft Active Directory
  • Event-driven State-machines Programming
  • Common business oriented language COBOL
  • Microsoft Publisher
  • Oracle SQL Developer
  • Objective Caml
  • Microsoft Visual Studio
  • Microsoft Project
  • Microsoft Excel
  • DeepSeek
  • IBM WebSphere
  • Flipgrid
  • Microsoft Power Automate
  • Codeium
  • Virtual private networking VPN software
  • Oracle Database
  • KornShell
  • Atlassian Bamboo
  • Computer Associates integrated data management system CA-IDMS
  • Distributed database management software
  • Embedded systems development software
  • Red Hat Enterprise Linux
  • SAP Crystal Reports
  • Eclipse Jersey
  • Google Drive
  • ICON programming language
  • Perforce Helix software
  • R
  • Blackboard software
  • Apache Subversion SVN
  • Apache Ant
  • Beginner's all-purpose symbolic instruction code BASIC
  • IBM Rational RequisitePro
  • Microsoft ESP SDK
  • React
  • Snowflake
  • Programming language one PL/I
  • SAP Adaptive Server Enterprise
  • Dropbox
  • C
  • Microsoft Visual Basic for Applications VBA
  • Document Object Model DOM Scripting
  • 3M Post-it App
  • Formula translation/translator FORTRAN
  • LinkedIn
  • Ada
  • Microsoft Teams
  • SonarQube
  • Grok (xAI)
  • Computer On-line Real-time Applications Language CORAL 66
  • Amazon Kinesis
  • Disk operating system DOS
  • GitLab
  • Zoom
  • jQuery
  • Visible Razor
  • Apache Solr
  • Microsoft Visual C# .NET
  • Microsoft DirectX
  • Delphi Technology
  • PHP
  • React Native
  • SAP software
  • Bootstrap
  • Wind River VxWorks
  • UNIX Shell
  • v0 by Vercel
  • Cisco Webex
  • IBM Rational Rose XDE
  • RabbitMQ
  • Real time operating system RTOS software
  • SAP ERP
  • Structured query language SQL
  • Blackbaud The Raiser's Edge
  • Oracle Eloqua
  • Oracle Java
  • Single sign-on SSO
  • IBM Cognos Impromptu
  • Eclipse IDE
  • Backbone.js
  • Object Management Group Object Request Broker
  • Symantec Visual Cafe
  • IBM Terraform
  • Oracle PeopleSoft Financials
  • SAP PowerBuilder
  • Minitab
  • Microsoft transact-structural query language T-SQL
  • Ansible software
  • IBM Rational ClearQuest
  • Oracle WebLogic Server
  • MongoDB
  • IEA Software Emerald
  • Call-processing language CPL
  • Structured Query Report SQR
  • Security testing software
  • Scheme
  • Graphical user interface GUI builder software
  • Linux
  • Gambit Scheme
  • Trimble SketchUp Pro
  • Hewlett Packard HP-UX
  • GitHub Copilot
  • ABC Compiler
  • Microsoft Team Foundation Server
  • Gemini Code Assist
  • Web service definition language WDSL
  • Enterprise JavaBeans
  • Airtable
  • Google Antigravity
  • Software development tools
  • NoSQL
  • GNU Image Manipulation Program GIMP
  • Apache HBase
  • Xcode
  • Salesforce software
  • Adobe ActionScript
  • Microsoft Access
  • Software libraries
  • Test design software
  • String oriented symbolic language SNOBOL
  • Google Analytics
  • Distributed component object model DCOM software
  • Source code editor software
  • FaceTime
  • TensorFlow
  • IBM Power Systems software
  • SAP NetWeaver
  • Microsoft Visual Basic
  • Adobe Photoshop
  • Microsoft Visual Basic Scripting Edition VBScript
  • IBM z/OS operating systems
  • Docker
  • Google Angular
  • McAfee
  • Hypertext markup language HTML
  • Oracle JavaServer Pages JSP
  • RESTful API
  • Microsoft Power BI
  • Skype
  • Job control language JCL
  • Dynamic modeling software
  • NetSuite ERP
  • Apache Avro
  • Encryption software
  • Extensible markup language XML
  • Microsoft Active Server Pages ASP
  • Pascal
  • LogMeIn GoToMeeting
  • Oracle PeopleSoft
  • Informatica software
  • YouTube
  • Deployment software
  • Web server software
  • B-Method
  • Relational database management software
  • Shell script
  • Component-based Scalable Logical Architecture CSLA
  • Fault testing software
  • Node.js
  • Functional testing software
  • Mistral (Mistral AI)
  • Mutation testing software
  • Extensible stylesheet language transformations XSLT
  • Apache Kafka
  • Customer information control system CICS
  • Oracle Solaris
  • QNX
  • Canu
  • JavaScript framework software
  • Advanced business application programming ABAP
  • Oracle Business Intelligence Discoverer
  • Oracle Fusion Middleware
  • NortonLifeLock cybersecurity software
  • Atlassian Bitbucket
  • Screencastify
  • Microsoft PowerPoint
  • Cascading style sheets CSS
  • Redis
  • Algorithmic language ALGOL
  • Microsoft Azure DevOps Services
  • Apache Pig
  • GitHub
  • Microsoft SQL Server Reporting Services SSRS
  • Configuration management software
  • Apache Flume
  • Vue.js
  • Hibernate ORM
  • MySQL
  • Amazon Elastic Compute Cloud EC2
  • Apple macOS
  • Microsoft SQL Server Integration Services SSIS
  • VMware
  • Usability testing software
  • Perplexity AI
  • Figma
  • Claude (Anthropic)
  • Component object model COM software
  • GroupMe
  • Gemini (Google)
  • ServiceNow
  • SAS
  • Amazon CodeWhisperer
  • Integrated development environment IDE software
  • A programming language APL
  • Dynamic hypertext markup language DHTML
  • Load testing software
  • Blink
  • Red Hat OpenShift
  • Apache Maven
  • Microsoft Dynamics GP
  • Oracle Hyperion
  • Qwen (Alibaba)
  • IBM InfoSphere DataStage
  • Restructured extended executor REXX
  • Kotlin
  • Management information systems MIS
  • Prolog
  • Scala
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • IBM AIX
  • Spring Boot
  • Moodle
  • Mistral AI (chat/models)
  • Software distribution management software
  • WordPress
  • Oracle PL/SQL
  • Social media sites
  • JUnit
  • Ext JS
  • Voice over internet protocol VoIP system software
  • Apache Oozie
  • ADO.NET
  • Haskell
  • Perl
  • Microsoft Internet Information Services (IIS)
  • Jupyter Notebook
  • Oracle JDBC
  • Oberon
  • Interface definition language IDL
  • Microsoft Windows
  • ABC: the AspectBench Compiler for AspectJ
  • Amazon Web Services AWS CloudFormation
  • Go
  • Adobe Illustrator
  • Modula
  • Ruby on Rails
  • J
  • Open Graphics Library OpenGL
  • Apache Tomcat
  • Spring Framework
  • Apache Cassandra
  • Microsoft PowerShell
  • Oracle Primavera Enterprise Project Portfolio Management
  • IBM WebSphere MQ
  • Microsoft ASP.NET
  • SAP Business Intelligence
  • MuleSoft software
  • Win CE
  • Microsoft Dynamics
  • Wireshark
  • Simulation program with integrated circuit emphasis SPICE
  • Qlik Tech QlikView
  • Red Hat WildFly
  • Oracle Java Message Service JMS
  • Defect tracking software
  • Eiffel
  • LibreOffice
  • Veritas NetBackup
  • Talend Data Fabric
  • LexisNexis
  • IBM Rational PurifyPlus
  • Amazon Simple Storage Service S3
  • Amazon Redshift
  • JFrog Artifactory
  • Data manipulation language DML
  • Jenkins CI
  • Google Slides
  • Slack
  • Evernote
  • Automated installation software
  • Citrix cloud computing software
  • Patch management software
  • Backup and archival software
  • Microsoft Visio
  • Collaborative Application Markup Language CAML
  • Apache Airflow
  • Oracle JD Edwards EnterpriseOne
  • Operating system shells
  • Transact-SQL
  • AJAX
  • Alteryx software
  • Microsoft ASP.NET Core MVC
  • Nagios
  • Integration testing software
  • LAMP Stack
  • Document management system software
  • Embarcadero Delphi
  • Storage area network SAN software
  • Microsoft ActiveX
  • JavaScript
  • Atlassian Confluence
  • Migration testing software
  • Oracle Application Server
  • IBM Domino
  • Oracle E-Business Suite Financials
  • Kimi (Moonshot AI)
  • Django
  • Python
  • IBM Middleware
  • Dynamic analysis software
  • Llama (Meta)
  • Adobe Acrobat
  • Enterprise resource planning ERP software
  • StataCorp Stata
  • Adobe InDesign
  • Apache Groovy
  • MicroStrategy
  • Ubuntu
  • TypeScript
  • Computer servers
  • Multi-core central processing unit CPU
  • Desktop computers
  • Directory servers
  • Application servers
  • Flash disks
  • Digital cameras
  • Logic analyzers
  • Mainframe computers
  • Graphics processing unit GPU
  • Notebook computers
  • In circuit emulators ICE

Alternative Job Titles